Information-Theoretic Bias Reduction via Causal View of Spurious Correlation

Seonguk Seo, Joon-Young Lee, Bohyung Han. Information-Theoretic Bias Reduction via Causal View of Spurious Correlation. In Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022. pages 2180-2188, AAAI Press, 2022. [doi]

Abstract

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